Deep dives on AI agents, benchmarks, and what actually matters.
July 3, 2026
Alibaba will ban Claude Code from workplace use on July 10 over alleged backdoors found by a Reddit reverse-engineer. The accusation moves the...
Read more →July 2, 2026
The US lifted export controls on Claude Fable 5 and Mythos 5 on June 30. The 19-day outage exposed a new model of frontier AI governance: a private...
Read more →July 1, 2026
Google Cloud backlog doubled to ~$460B in Q1 2026. Google told Meta in March 2026 it could not supply Gemini capacity Meta paid for, and Meta is now...
Read more →June 30, 2026
MLX v0.31.2 hit 27,300 GitHub stars, Ollama v0.19 ships native MLX backend, and a new wave of Mac-native inference servers makes local LLM stacks...
Read more →June 29, 2026
June 26, 2026
ONCD and OSTP asked OpenAI to release GPT-5.6 only to vetted partners. First pre-release gate on a US frontier model — what platform teams should map.
Read more →June 25, 2026
Anthropic says Alibaba ran a 28.8M-exchange distillation campaign against Claude across 25K fake accounts. Three platform controls every AI team...
Read more →June 24, 2026
OpenAI ships Jalapeño, its first custom inference chip built with Broadcom in 9 months, accelerated by OpenAI's own models. End-of-2026 deployment.
Read more →June 23, 2026
Aug 2 enforcement, July 22 signatory cutoff, 7% global fines — what US engineering teams shipping AI features need to map before the deadline.
Read more →June 22, 2026
Three threads converged in 2026: open-weight model quality, inference tooling, and consumer hardware. The Vicki Boykis post hit HN #1. Here's the...
Read more →June 19, 2026
Six days into the Fable 5 export ban, enterprise engineering teams are running on Cohere, Moonshot, Zhipu, and Llama 3 — and Anthropic is in DC...
Read more →June 18, 2026
Noam Shazeer — co-author of the transformer paper and Google's Gemini co-lead — is leaving Google for IPO-bound OpenAI, 21 months after Google paid...
Read more →June 17, 2026
SpaceX acquired Anysphere (Cursor) for $60B in all-stock, four days after the largest IPO in history. The 24x ARR multiple, the 41% to 26%...
Read more →June 16, 2026
Microsoft's Work IQ API is live with A2A and a redesigned MCP server, a 10-verb policy boundary, and Rego-based governance. The 54% recall and 80%...
Read more →June 15, 2026
Three days after Commerce Secretary Lutnick ordered Anthropic to disable Fable 5 and Mythos 5, the jailbreak the government cited is just 'ask the...
Read more →June 13, 2026
The Commerce Department told Anthropic on Friday to lock all foreign nationals out of Fable 5 and Mythos 5 — including its own employees on US soil....
Read more →June 12, 2026
GPT-4-level performance cost $30 per million tokens in 2023. Today you can get it for under $1. The LLM cost collapse is real — but the implications...
Read more →June 11, 2026
June 11, 2026
OpenCode took the top spot in LogRocket's June 2026 AI dev tool rankings. The reason — model-agnostic architecture, MIT licensing, and air-gapped...
Read more →June 10, 2026
June 10, 2026
Anthropic's Claude Fable 5 launched June 9 with the clearest agentic coding lead we've seen in a single model generation. Here's the full benchmark...
Read more →June 10, 2026
Apple M5 chips, sub-4-bit quantization, and Taalas HC1 changed the local LLM calculus. Here's what's actually different in production deployments six...
Read more →June 9, 2026
A new assessment of 100 production AI agents reveals a widening gap between capability and defense. Here's what the data actually shows — and what to...
Read more →June 9, 2026
In a single week in late May 2026, NVIDIA, Microsoft, and the open-source community all shipped pieces of a local AI agent stack at once. Here's what...
Read more →June 9, 2026
OpenCode displaced Cursor to claim the top spot in LogRocket's June 2026 AI dev tool power rankings. The reason — model-agnostic architecture, MIT...
Read more →June 8, 2026
The benchmark landscape shifted from code generation to system management. Here's what that means for builders shipping production agents today.
Read more →June 8, 2026
Gemma 4 12B runs on 16GB of RAM, scores 77.2% on MMLU Pro, and ditches the encoder entirely. Here's what the benchmarks mean for builders running...
Read more →June 8, 2026
Every AI coding agent ranking you've seen this year is probably wrong. Here's why the industry's most cited benchmark became meaningless, and which...
Read more →June 7, 2026
A 269-page bipartisan discussion draft landed on June 4, 2026 with a three-year preemption of state AI laws and mandatory risk frameworks for frontier...
Read more →June 6, 2026
At Build 2026, Microsoft drew the sharpest line yet between metered cloud AI and unmetered on-device intelligence. Here's what it means and why it...
Read more →June 5, 2026
June 5, 2026
Microsoft Build 2026 is over. Satya Nadella spent the keynote repositioning Windows, Office, Azure, and GitHub around one premise: the autonomous...
Read more →June 3, 2026
NVIDIA's RTX Spark chip puts 1 petaflop of AI performance and 128GB unified memory into Windows laptops this fall — making local AI agents not just...
Read more →June 2, 2026
May 2026 shipped real upgrades across every major local AI runtime. Ollama, vLLM, llama.cpp, MLX, and LM Studio all shipped meaningful changes — not...
Read more →June 1, 2026
Anthropic closed $65 billion at a $965 billion valuation this week. Revenue went from $10B to $47B annualized in five months. Opus 4.8 dropped 41 days...
Read more →June 1, 2026
Microsoft is about to replace OpenAI's Codex in GitHub Copilot with its own homegrown coding model. Here's why that matters for builders — and what...
Read more →May 31, 2026
Mistral rebranded Le Chat as Vibe — a unified AI agent with Work Mode and Code Mode, a VS Code extension, and MCP connectors for 100+ tools. Here's...
Read more →May 30, 2026
The orchestration layer is now commodity infrastructure. Here's what separates the frameworks that survive past the demo from the ones that don't.
Read more →May 29, 2026
KPMG's deployment of Claude to its entire global workforce — 276,000 people across 138 countries — is the largest enterprise AI rollout in history....
Read more →May 28, 2026
Zyphra's ZAYA1-8B uses a Mixture-of-Experts architecture to activate only ~760M parameters per token while rivaling 37-40B dense models — and it's...
Read more →May 27, 2026
Google launched Agent2Agent (A2A) in April 2025 — a protocol designed specifically for agents to talk to each other. Here's what it does, how it...
Read more →May 26, 2026
OpenAI has five+ model families active right now with overlapping capability bands and confusing naming. Here's the honest breakdown of what's...
Read more →May 26, 2026
The 'uncensored' Qwen variants have been making waves on r/LocalLLaMA. Here's what's actually available, what the KLD metric means, and whether the...
Read more →May 25, 2026
RDNA4 just dropped and the software is finally catching up. Here's what the benchmarks say about running local LLMs on AMD's RX 9070 XT with ROCm.
Read more →May 22, 2026
The efficiency curve for local LLMs has flipped. Here's what changed in 2026, what you can actually run today, and why the gap between 7B and 70B...
Read more →May 21, 2026
Andrej Karpathy, founding member of OpenAI and the researcher who taught the world how transformers work, just moved to Anthropic. Here's what that...
Read more →May 20, 2026
TextGen is an open-source local AI tool that rivals LM Studio. No Electron bloat, better memory management, and fully scriptable. Here's the 2026...
Read more →May 20, 2026
Google I/O dropped Gemini 3.5 Flash with aggressive new pricing and improved context windows. Here's what actually shipped and what it means for...
Read more →May 19, 2026
SubQ raised $29M to solve the one problem that makes long-context AI expensive: standard attention scales with n². Their subquadratic architecture...
Read more →May 18, 2026
Cloud AI pricing has become unsustainable for high-volume applications. Local LLMs have crossed the quality threshold. Here's what changed in 2026 and...
Read more →May 17, 2026
A critical memory leak in Ollama puts 300,000+ servers at risk. Here's what happened, what's exposed, and what you need to do right now.
Read more →May 15, 2026
Samsung is launching AI-powered smart glasses in July 2026. Here's what separates them from Meta Ray-Bans, why the display in the lens matters, and...
Read more →May 14, 2026
DeepSeek R1 is a strong reasoning model that runs locally — if your hardware can handle it. Here's the real numbers on GPUs, VRAM, quantization, and...
Read more →May 14, 2026
Multi-Token Prediction lets your local model generate 2-4 tokens in a single forward pass instead of one. Llama.cpp just added MTP support — here are...
Read more →May 13, 2026
Mythos found thousands of vulnerabilities that humans missed — across Linux, Windows, macOS, iOS, Android, and every major browser. The AI safety...
Read more →May 12, 2026
We ran our new eval harness against the first Claude Code output. The app worked. The scaffold conventions didn't fully stick. Here's what the data...
Read more →May 12, 2026
Vals AI showed us how to measure if models can build apps. But 'it works' and 'it's built right' are different problems. Here's the evaluation...
Read more →April 21, 2026
The Model Context Protocol started as a Salesforce project. Six months later, it's becoming the standard interface for connecting AI models to...
Read more →April 20, 2026
Qwen3.6-35B-A3B is the first sparse mixture-of-experts model specifically post-trained for agentic coding. Apache 2.0 license, runs on consumer...
Read more →April 17, 2026
GPT-6 just dropped with a 40% performance jump and 2M token context. But Google's Gemma 4, Qwen 3.6, and China's GLM-5.1 are all running locally under...
Read more →April 16, 2026
OpenAI dropped sandbox isolation and a frontier model harness into its Agents SDK. If you're deploying agents to enterprise environments, this changes...
Read more →April 14, 2026
The LiteLLM supply chain attack slipped credential-harvesting malware into 1.82.7 and 1.82.8. Here's what actually happened, who got hit, and what you...
Read more →April 10, 2026
April 9, 2026
April 8, 2026
The $47,000 approved order nobody could explain. Why agent observability isn't the same as accountability — and why we started building the...
Read more →April 8, 2026
April 7, 2026
April 6, 2026
April 3, 2026
April 2, 2026
A MoltBook study of 400 AI agents over 60 days found that agents with persistent memory generated 2.3x more karma. But here's the catch: 69% of their...
Read more →April 1, 2026
Ollama hit 52M monthly downloads. HuggingFace hosts 135,000 GGUF models. Local inference now delivers 70-85% of frontier quality at zero marginal...
Read more →March 31, 2026
MMLU and HumanEval are useless. Here's which AI benchmarks actually separate the good models from the marketing fluff in 2026.
Read more →March 31, 2026
March 30, 2026
March 27, 2026
March 26, 2026
March 25, 2026
March 25, 2026
March 24, 2026
March 23, 2026
March 20, 2026
March 20, 2026
March 20, 2026
March 19, 2026
Default settings suck. Here's how to fix them. Temperature, min-p, and context length — the three knobs that actually move the needle for local LLMs.
Read more →March 18, 2026
Manifest is an open-source OpenClaw plugin that routes queries to the most cost-effective model using a 23-dimension scoring algorithm, cutting costs...
Read more →March 17, 2026
NVIDIA just announced NemoClaw at GTC 2026 — a security layer built for OpenClaw. Here's why Jensen Huang says every company needs an OpenClaw...
Read more →March 17, 2026
A practical comparison of Ollama and LM Studio for running local LLMs in 2026. We break down features, performance, and help you pick the right tool...
Read more →March 15, 2026
The headlines claim BitNet runs 100B parameter LLMs on CPUs. We dug into the research — here's what's real and what's marketing.
Read more →March 14, 2026
China just unveiled its most ambitious tech roadmap yet — and it's targeting AI integration across 90% of its economy by 2030.
Read more →March 11, 2026
The Chinese AI lab that shocked the world in 2025 is back with a model that handles text, images, and video.
Read more →March 10, 2026
OpenAI's latest model doesn't just write code — it uses computers like a pro. The OSWorld benchmark just got shattered.
Read more →March 9, 2026
Zhipu AI's GLM-5 is a 744-billion-parameter open-source model that beats GPT-5.2 and Claude Opus 4.6 on key benchmarks—and runs for a fraction of the...
Read more →March 8, 2026
With Apple's M5 Pro/Max chips delivering 20% GPU gains over M4 Max, running powerful LLMs locally has never made more sense. Here's why thousands are...
Read more →March 4, 2026
Hundreds marched through King's Cross chanting 'Stop the slop.' The AI backlash is getting real.
Read more →March 3, 2026
Treasury, State, HHS, and Pentagon are all switching from Claude to ChatGPT. The AI politics just got real.
Read more →March 1, 2026
This week: OpenAI's GPT-5.3 Codex takes agentic AI to new heights, Claude Opus 4.6 drops, and the no-code AI tools for marketers are going mainstream.
Read more →February 27, 2026
Amazon's $50B OpenAI investment and Citadel Securities' rebuttal of AI doomsday essays show the industry at a crossroads.
Read more →February 27, 2026
When the Pentagon demanded unrestricted access to Claude, Anthropic said no. Here's why this matters for the future of AI safety.
Read more →February 24, 2026
This week we're diving deep into the local LLM revolution. Tools like LM Studio and Ollama are making AI more accessible than ever.
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